Tool Condition Monitoring Using Artificial Neural Network Models

SP Pai, TN Nagabhushana - Research Anthology on Artificial Neural …, 2022 - igi-global.com
Tool wear is a major factor that affects the productivity of any machining operation and
needs to be controlled for achieving automation. It affects the surface finish, tolerances …

[PDF][PDF] Real-time Machinery Monitoring Applications in Shop Floor

T Aruvali, T Reinson, R Serg - Proceedings of the World Congress on …, 2011 - iaeng.org
Monitoring in shop floor is of great importance to achieve better quality and save the
environment. Embedded computers are used in wireless sensor network (WSN) monitoring …

[PDF][PDF] A review on cutting tool optimization approaches

S Saleh, M Ranjbar - 9th International Automotive Technologies …, 2018 - academia.edu
Tool wear is a global issue in manufacturing as well automotive industry. The speed of the
machines and the forces applied exposes the cutting tool and the work to different stresses …

Optimization of surface roughness of Titanium Gr-9 Alloy Turning using Taguchi method

MJ Raghavendra, CG Ramachandra… - IOP Conference …, 2021 - iopscience.iop.org
In this work, the performance of chemical vapors deposition coated carbide insert has been
described by Taguchi's manner, a whirling of Titanium (gr-9) alloy, for investigation consider …

[PDF][PDF] prediction de la rugosite de surface, des efforts de coupe et des vibrations de l'outil en tournage dur par les methodes rsm et ann-application au couple …

I MEDDOUR - 2015 - dspace.univ-guelma.dz
République Algérienne Démocratique & populaire Page 1 République Algérienne Démocratique
& populaire Ministère de l'Enseignement Supérieur et de la Recherche Scientifique THÈSE …

A review on signal acquisition methods for tool wear monitoring in turning process

D Rajeev, D Dinakaran, S Satishkumar… - Advanced Materials …, 2014 - Trans Tech Publ
On-line monitoring of tool wear in turning is vital to increase machine utilization as scrapped
components, machine tool breakage and unscheduled downtime result from worn tool …

[PDF][PDF] Analysis of Residual Material and Machining Error on Straight and Corner Curved Paths in Roughing of WEDM

HA Firouzabadi, J Parvizian, A Abdullah… - Amirkabir Journal of …, 2013 - mej.aut.ac.ir
Wire electrical discharge machining (wire-EDM) is able to generate delicate and complex
shapes on hard materials which are difficult to cut. Inaccuracy in the cutting of small radius …

[PDF][PDF] Optimization of Tool wear in Hard Turning of EN 24 Steel using DoE and verification through ANOVA and RSM

G Ragul, S Sankar - IJIRT, Vol2 (6), 2015 - researchgate.net
This paper describes prediction of tool wear in hard turning of 817M40 (EN 24) steel
material with 48 HRC at conventional lathe using Multicoated hard metal inserts with …

A study on the detection of misalignment between piercing punch and die using a bolt-type piezo sensor

YJ Jeon, DE Kim - Journal of the Korea Society of Die & Mold …, 2021 - koreascience.kr
Piercing is the process of shearing a circular hole in sheet metal, whose high shear force
makes it difficult to secure the durability of tools. In addition, uneven clearance between tools …

Stability measurement–Comparison of measured values with the regenerative theory of self-excitation oscillations

A Kaufnerová - 2020 - otik.uk.zcu.cz
This paper deals with self-excited oscillations arising during the turning process. Several
theories are known which attempt to explain the cause of self-excited oscillations. One of the …